Robust Long-Tailed Learning via Label-Aware Bounded CVaR

Hong Zhu, Runpeng Yu, Xing Tang +3

Data in the real-world classification problems are always imbalanced or long-tailed, wherein the majority classes have the most of the samples that dominate the model training. In…